蛋白质定向进化技术的研究进展

蛋白质定向进化技术是蛋白质分子改造的一个重要策略.重点介绍了易错PCR、DNA改组等对编码蛋白质的基因进行随机突变和重组的技术,以及构建突变体库和高通量筛选的方法,并探讨了定向进化技术在蛋白质工程中的应用及前景.     

蛋白质定向进化的研究进展及其应用前景

定向进化是改造蛋白质分子的有效新策略.它不需要了解蛋白质的空间结构,主要通过在实验室里模拟自然进化过程,采用错误倾向PCR等方法对编码蛋白质的基因进行随机突变,经DNA改组、交错延伸等技术进行体外重组,设计高通量筛选方法来选出需要的突变体.本综述了定向进化技术的发展及应用.     

蛋白质定向进化的研究进展

在工业生物催化过程和生物细胞工厂构建方面,蛋白质定向进化被广泛地应用于酶的分子改造.蛋白质定向进化不仅可以针对某一目的蛋白进行改造,还可以改善代谢途径、优化代谢网络、获得期望表型细胞.为了获得更高效的突变效率,快捷、高通量的筛选方法,提高蛋白质定向进化的效果,研究者不断开发蛋白质体内、体外进化方法,取得了新的进展和应用.本文介绍了最近发展的蛋白质定向进化技术的原理、方法及特点,总结了突变文库的筛选方法和蛋白质定向进化的最新应用,最后讨论了蛋白质定向进化存在的挑战和未来发展方向.     

耐热植酸酶突变体的筛选及性质研究

目的:对大肠杆菌Escherichia coli植酸酶基因进行定向进化,获得热稳定性提高的植酸酶突变体.方法:利用易错PCR技术和96微孔板高通量筛选方法获得突变体基因,并对突变酶进行异源表达、纯化及性质研究.结果:通过筛选获得3株热稳定性明显提高的植酸酶突变体APPA1、APPA2、APPA3.酶学性质分析结果表明,...     

蛋白质体外定向进化策略研究进展

定向进化已广泛应用于蛋白质的分子改造,是改善蛋白质特性的最有效策略之一。为了获得更高的突变效率,构建含有更多突变体的文库,不断地发明创新各种高效的蛋白质体外定向进化方法。对近年来出现的几种定向进化方法三核苷酸突变(TriNex)、序列饱和突变(SeSaM)、随机链交换突变法(RAISE)、重叠延伸蛋白域文库法(PDLGO)和迭代饱和突变法(ISM)的原理、特点及应用进行综述。     

定向进化细胞色素P450BM-3的研究

以来自于巨大芽孢杆菌的细胞色素P450BM-3为研究对象,采用随机突变和饱和定点突变定向进化技术对P450BM-3进行改造,通过突变体催化靛蓝显色的特性采用活性琼脂平板分析和96微孔板相结合的高通量筛选成功获得了几个具有更高催化性能的突变体。     

蛋白质工程：从定向进化到计算设计

定向进化通过建立突变体文库与高通量筛选方法,快速提升蛋白的特定性质,是目前蛋白质工程最为常用的蛋白质设计改造策略。近十年随着计算机运算能力大幅提升以及先进算法不断涌现,计算机辅助蛋白质设计改造得到了极大的重视和发展,成为蛋白质工程新开辟的重要方向。以结构模拟与能量计算为基础的蛋白质计算设计不但能改造酶的底物特异性与热稳定性,还可从头设计具有特定功能的人工酶。近年来机器学习等人工智能技术也被应用于计算机辅助蛋白质设计改造,并取得瞩目的成绩。文中介绍了蛋白质工程的发展历程,重点评述当前计算机辅助蛋白质设计改造方面的进展与应用,并展望其未来发展方向。     

筛选在非生长条件下突变体酶的新方法*

利用双层平板筛选由定向进化方法产生的瑞氏木霉内切葡聚糖酶III (EGIII)突变体文库 ,根据水解圈在平板上形成的速度判断酶活高低。采用这种方法在不同的筛选条件下分别筛选得到了几株在低温或碱性条件下高活性的EGIII突变体。比色法测定的酶活性与平板筛选结果一致。该方法的建立将使通过定向进化方法改造现有蛋白质 ,获得具有新的优良性状的工业用酶的途径得到更加广泛的应用.     

蛋白质新功能定向进化研究策略

利用定向进化策略改造蛋白质功能已经在农业、工业和医药等领域得到了广泛的应用.蛋白质工程的最新进展是利用定向进化策略对自然界蛋白质引入新功能,但由于其决定因素比较复杂,是研究者面临的一个重大挑战.详细介绍了国外近年发展的蛋白质新功能定向进化研究策略:对传统突变体库构建策略进行改进以及非同源重组改造技术的开发,是早期引入蛋白质新功能的常用手段,利用计算/理性设计与定向进化相结合引入蛋白质新功能是近年定向进化研究的一个重大突破,而噬菌体展示技术是蛋白质新功能筛选的主要策略.蛋白质新功能的分子进化模型已逐渐成为蛋白质工程改造的新思路.     

随机突变文库构建与筛选研究进展

定向进化是一个循环过程,在构建多样化基因序列和筛选功能基因变体之间交替进行.该技术目前已被广泛应用于DNA序列、基因功能和蛋白质结构的优化和分析.定向进化包括随机基因文库的生成、基因在合适宿主中的表达和突变文库的筛选.构建基因文库的关键是库容量和突变多样性,而筛选变体的关键是高灵敏度和高通量.文中讨论了定向进化技术的最...     

Engineering an SspB-mediated degron for novel controllable protein degradation

Elegant controllable protein degradation tools have great applications in metabolic engineering and synthetic biology designs. SspB-mediated ClpXP proteolysis system is well characterized, and SspB acts as an adaptor tethering ssrA-tagged substrates to the ClpXP protease. This degron was applied in metabolism optimization, but the efficiency was barely satisfactory. Limited high-quality tools are available for controllable protein degradation. By coupling structure-guided modeling and directed evolution, we establish state-of-the-art high-throughput screening strategies for engineering both degradation efficiency and SspB-ssrA binding specificity of this degron. The reliability of our approach is confirmed by functional validation of both SspB and ssrA mutants using fluorescence assays and metabolic engineering of itaconic acid or ferulic acid biosynthesis. Isothermal titration calorimetry analysis and molecular modeling revealed that an appropriate instead of excessively strong interaction between SspB and ssrA benefited degradation efficiency. Mutated SspB-ssrA pairs with 7–22-fold higher binding K_D than the wild-type pair led to higher degradation efficiency, revealing the advantage of directed evolution over rational design in degradation efficiency optimization. Furthermore, an artificial SspB-ssrA pair exhibiting low crosstalk of interactions with the wild-type SspB-ssrA pair was also developed. Efforts in this study have demonstrated the plasticity of SspB-ssrA binding pocket for designing high-quality controllable protein degradation tools. The obtained mutated degrons enriched the tool box of metabolic engineering designs.     

Inverting enantioselectivity of Burkholderia gladioli esterase EstB by directed and designed evolution

Esterase EstB from Burkholderia gladioli, showing moderate S-enantioselectivity (E(S)=6.1) in the hydrolytic kinetic resolution of methyl-beta-hydroxyisobutyrate, was subjected to directed evolution in order to reverse its enantioselectivity. After one round of ep-PCR, saturation mutagenesis and high-throughput screening, it was found that different mutations at position 152 (in the vicinity of the active site) increase, decrease and even reverse the natural enantioselectivity of this enzyme. The newly created R-enantioselectivity of the esterase mutein (E(Rapp)=1.5) has been further enhanced by a designed evolution strategy involving random mutations close to the active site. Based on the three-dimensional structure nineteen amino acid residues have been selected as mutation sites for saturation mutagenesis. Mutations at three sites (135, 253 and 351) were found to increase R-enantioselectivity. Successive rounds of saturation mutagenesis at these "hot spots" resulted in an increase in R-enantioselectivity from E(Rapp)=1.5 for the parent mutant to E(Rapp)=28.9 for the best variant which carried four amino acid substitutions. Our results prove designed evolution followed by high-throughput screening to be an efficient strategy for engineering enzyme enantioselectivity.     

High-throughput screening methodology for the directed evolution of glycosyltransferases

Engineering of glycosyltransferases (GTs) with desired substrate specificity for the synthesis of new oligosaccharides holds great potential for the development of the field of glycobiology. However, engineering of GTs by directed evolution methodologies is hampered by the lack of efficient screening systems for sugar-transfer activity. We report here the development of a new fluorescence-based high-throughput screening (HTS) methodology for the directed evolution of sialyltransferases (STs). Using this methodology, we detected the formation of sialosides in intact Escherichia coli cells by selectively trapping the fluorescently labeled transfer products in the cell and analyzing and sorting the resulting cell population using a fluorescence-activated cell sorter (FACS). We screened a library of >10(6) ST mutants using this methodology and found a variant with up to 400-fold higher catalytic efficiency for transfer to a variety of fluorescently labeled acceptor sugars, including a thiosugar, yielding a metabolically stable product.     

高通量筛选系统在定向改造中的新进展

酶和细胞工厂是工业生物技术的核心,在医药、化工、食品、农业、能源等诸多领域发挥重要作用。一般天然酶和细胞均需通过分子改造提高其催化效率、稳定性及立体选择性等。定向改造为快速改善酶和细胞工厂的性能提供了可能性,其中灵敏可靠的高通量筛选方法是决定酶和细胞工厂成功高效定向改造的关键。文中阐述并分析讨论了各种筛选方法的优缺点、适用范围以及信号产生策略,并总结了近3年超高通量筛选技术在酶和细胞工厂定向改造中的最新研究进展。在此基础上,讨论了高通量筛选系统目前面临的限制性因素,并对高通量筛选方法未来的发展趋势作出了展望。希望生物技术和仪器开发等各领域的研究者能够紧密合作,实现协同发展,进一步提升高通量筛选技术的可靠性和适用性。     

Directed evolution strategies for improved enzymatic performance

The engineering of enzymes with altered activity, specificity and stability, using directed evolution techniques that mimic evolution on a laboratory timescale, is now well established. However, the general acceptance of these methods as a route to new biocatalysts for organic synthesis requires further improvement of the methods for both ease-of-use and also for obtaining more significant changes in enzyme properties than is currently possible. Recent advances in library design, and methods of random mutagenesis, combined with new screening and selection tools, continue to push forward the potential of directed evolution. For example, protein engineers are now beginning to apply the vast body of knowledge and understanding of protein structure and function, to the design of focussed directed evolution libraries, with striking results compared to the previously favoured random mutagenesis and recombination of entire genes. Significant progress in computational design techniques which mimic the experimental process of library screening is also now enabling searches of much greater regions of sequence-space for those catalytic reactions that are broadly understood and, therefore, possible to model.     

酶分子体外定向进化的研究进展

分子体外定向进化是改造酶分子的新策略,它主要通过体外模拟自然进化机制,利用基因随机突变、重组和定向筛选技术,使进化过程朝着人们需要的方向发展。简要介绍了酶分子体外定向进化的发展历史,详细介绍了突变文库构建和筛选方法的最新研究进展及应用情况。     

From molecular engineering to process engineering: development of high-throughput screening methods in enzyme directed evolution

With increasing concerns in sustainable development, biocatalysis has been recognized as a competitive alternative to traditional chemical routes in the past decades. As nature’s biocatalysts, enzymes are able to catalyze a broad range of chemical transformations, not only with mild reaction conditions but also with high activity and selectivity. However, the insufficient activity or enantioselectivity of natural enzymes toward non-natural substrates limits their industrial application, while directed evolution provides a potent solution to this problem, thanks to its independence on detailed knowledge about the relationship between sequence, structure, and mechanism/function of the enzymes. A proper high-throughput screening (HTS) method is the key to successful and efficient directed evolution. In recent years, huge varieties of HTS methods have been developed for rapid evaluation of mutant libraries, ranging from in vitro screening to in vivo selection, from indicator addition to multi-enzyme system construction, and from plate screening to computation- or machine-assisted screening. Recently, there is a tendency to integrate directed evolution with metabolic engineering in biosynthesis, using metabolites as HTS indicators, which implies that directed evolution has transformed from molecular engineering to process engineering. This paper aims to provide an overview of HTS methods categorized based on the reaction principles or types by summarizing related studies published in recent years including the work from our group, to discuss assay design strategies and typical examples of HTS methods, and to share our understanding on HTS method development for directed evolution of enzymes involved in specific catalytic reactions or metabolic pathways.